Triple
T78644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Obama Foundation |
E1575
|
entity |
| Predicate | operatesProgram |
P1688
|
FINISHED |
| Object |
Leaders: Africa program
Leaders: Africa program is a leadership development initiative of the Obama Foundation that equips emerging African leaders with training, networking, and mentorship to drive positive change across the continent.
|
E7339
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Leaders: Africa program | Statement: [Obama Foundation, operatesProgram, Leaders: Africa program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leaders: Africa program Context triple: [Obama Foundation, operatesProgram, Leaders: Africa program]
-
A.
African Research and Studies Institute
The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
-
B.
Bureau of African Affairs
The Bureau of African Affairs is the U.S. State Department division responsible for shaping and implementing American foreign policy and diplomatic relations with countries across the African continent.
-
C.
African Academy of Sciences
The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
-
D.
Roots & Shoots program
The Roots & Shoots program is a global youth-led initiative that empowers young people to undertake community projects that benefit people, animals, and the environment.
-
E.
Tuareg
The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Leaders: Africa program Triple: [Obama Foundation, operatesProgram, Leaders: Africa program]
Generated description
Leaders: Africa program is a leadership development initiative of the Obama Foundation that equips emerging African leaders with training, networking, and mentorship to drive positive change across the continent.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leaders: Africa program Target entity description: Leaders: Africa program is a leadership development initiative of the Obama Foundation that equips emerging African leaders with training, networking, and mentorship to drive positive change across the continent.
-
A.
African Research and Studies Institute
The African Research and Studies Institute is a specialized academic center at Cairo University dedicated to interdisciplinary research, teaching, and policy studies focused on African societies, politics, and development.
-
B.
Bureau of African Affairs
The Bureau of African Affairs is the U.S. State Department division responsible for shaping and implementing American foreign policy and diplomatic relations with countries across the African continent.
-
C.
African Academy of Sciences
The African Academy of Sciences is a pan-African, non-profit scientific organization that promotes excellence in science and technology to drive sustainable development across the African continent.
-
D.
Roots & Shoots program
The Roots & Shoots program is a global youth-led initiative that empowers young people to undertake community projects that benefit people, animals, and the environment.
-
E.
Tuareg
The Tuareg are a traditionally nomadic Berber ethnic group of the Sahara Desert, known for their distinctive indigo clothing, camel caravans, and rich oral and musical heritage.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a24c60d19c8190a1b6c105ca59ef5b |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a2567c90308190a9b989c586f7e559 |
completed | Feb. 28, 2026, 2:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a25abc7b648190b8a83a05f4c76af0 |
completed | Feb. 28, 2026, 3:02 a.m. |
| NEDg | Description generation | batch_69a25caa409881909eb7dfe7d038cc39 |
completed | Feb. 28, 2026, 3:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a25e287cc88190b2eb5ae02bd2f9d1 |
completed | Feb. 28, 2026, 3:16 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.